Adcock, Aaron
- A Systematic Study of Bias Amplification
2022/01/27 by Melissa Hall, Hall, Melissa, Laurens van der Maaten +7 · 2 voices · 7 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #cs.CV #cs.LG
- FACET: Fairness in Computer Vision Evaluation Benchmark
2023/08/31 by Laura Gustafson, Gustafson, Laura, Chloe Rolland +13 · 12 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning and Data Classification
- Revisiting Weakly Supervised Pre-Training of Visual Perception Models
2022/01/20 by Singh, Mannat, Gustafson, Laura, Adcock, Aaron +7 · 6 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- The effectiveness of MAE pre-pretraining for billion-scale pretraining
2023/03/23 by Mannat Singh, Quentin Duval, Singh, Mannat +21 · 5 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Classification of Hepatic Lesions using the Matching Metric
2012/10/02 by Adcock, Aaron, Rubin, Daniel, Carlsson, Gunnar · 2 citations
#Algebraic Topology (math.AT) #Computational Geometry (cs.CG) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics
- The Ring of Algebraic Functions on Persistence Bar Codes
2013/04/02 by Adcock, Aaron, Carlsson, Erik, Carlsson, Gunnar · 2 citations
#13Pxx #68T10 #FOS: Mathematics #Rings and Algebras (math.RA)
- Vision-Language Models Performing Zero-Shot Tasks Exhibit Gender-based Disparities
2023/01/26 by Hall, Melissa, Gustafson, Laura, Adcock, Aaron +2 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- Zig-Zag Numberlink is NP-Complete
2014/10/21 by Adcock, Aaron, Demaine, Erik D., Demaine, Martin L. +4 · 1 citation
#Computational Complexity (cs.CC) #FOS: Computer and information sciences